A PRECISE RECOGNITION METHOD OF MISSILE WARHEAD AND DECOY IN MULTI-TARGET SCENE

被引:13
作者
Guo, K. Y. [1 ]
Li, Q. [1 ]
Sheng, X. Q. [1 ]
机构
[1] Beijing Inst Technol, Sch Informat & Elect, Beijing 100081, Peoples R China
关键词
TARGETS; RADAR; ARRAY;
D O I
10.1163/156939310791036250
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A precise recognition method of missile warhead and decoy in multi-target scene is presented in this paper. In multi-target scene, the echoes received by radar are the mixture of backscattered signals from all targets within radar beam. In order to separate backscattered signal of each target by Independent Components Analysis (ICA) method, a radar system of multiple antennas with different patterns is designed in this paper. Having a high precision of separation, the complex ICA method is used to decompose independent signals from the linearly mixed echoes received by antennas, instead of using real 2D-ICA to decompose independent Time Frequency (TF) images from TF images of these mixed echoes. The dynamic feature of each target can then be identified by extracting and analyzing the Doppler tracks of decomposed backscattered signals. To obtain high accurate simulation results, the backscattered signals are simulated by electromagnetic full-wave numerical method. The simulation and post processing results agree well with the analytical solution.
引用
收藏
页码:641 / 652
页数:12
相关论文
共 15 条
[1]   Towards a range-doppler UHF multistatic radar for the detection of non-cooperative targets with low RCS [J].
Alivizatos, EG ;
Petsios, MN ;
Uzunoglu, NK .
JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS, 2005, 19 (15) :2015-2031
[2]  
[Anonymous], TIME FREQUENCY TOOLB
[3]  
CHAO N, 2007, P SPIE INT SOC OPTIC, V6795
[4]   Micro-doppler effect in radar: Phenomenon, model, and simulation study [J].
Chen, VC ;
Li, FY ;
Ho, SS ;
Wechsler, H .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2006, 42 (01) :2-21
[5]  
Chen VC, 2005, IEEE RAD CONF, P348
[6]   A PRECISE RECOGNITION APPROACH OF BALLISTIC MISSILE WARHEAD AND DECOY [J].
Guo, K. Y. ;
Sheng, X. Q. .
JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS, 2009, 23 (14-15) :1867-1875
[7]   A class of complex ICA algorithms based on the kurtosis cost function [J].
Li, Hualiang ;
Adali, Tuelay .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2008, 19 (03) :408-420
[8]  
Millison M B, 1995, Hosp J, V10, P3
[9]   AN EFFICIENT TWOFOLD ITERATIVE ALGORITHM OF FE-BI-MLFMA USING MULTILEVEL INVERSE-BASED ILU PRECONDITIONING [J].
Peng, Z. ;
Sheng, X-Q ;
Yin, F. .
PROGRESS IN ELECTROMAGNETICS RESEARCH-PIER, 2009, 93 :369-384
[10]   On the formulation of hybrid finite-element and boundary-integral methods for 3-D scattering [J].
Sheng, XQ ;
Jin, JM ;
Song, JM ;
Lu, CC ;
Chew, WC .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1998, 46 (03) :303-311